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cs.LG2025
Evaluating Long-Context Reasoning in LLM-Based WebAgents
Andy Chung, Yichi Zhang, Kaixiang Lin +3
As large language model (LLM)-based agents become increasingly integrated into daily digital interactions, their ability to reason across long interaction histories becomes crucial…
cs.AI2025
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos
Yichi Zhang, Xin Luna Dong, Zhaojiang Lin +5
Recent advances in conversational AI have been substantial, but developing real-time systems for perceptual task guidance remains challenging. These systems must provide interactiv…
cs.CV2025
Temporally-Grounded Language Generation: Towards Real-Time Vision-Language Models
Keunwoo Peter Yu, Joyce Chai
Vision-language models (VLMs) have shown remarkable progress in offline tasks such as image captioning and video question answering. However, real-time interactive environments imp…